Sharmila Majumdar

39 papers B 9Journal 20Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Foundations of a Knee Joint Digital Twin from qMRI Biomarkers for Osteoarthritis and Knee Replacement. CoRR Gabrielle Hoyer, Kenneth T. Gao, Felix G. Gassert, Johanna Luitjens, Fei Jiang, Sharmila Majumdar, Valentina Pedoia
2025	J	`jnl`	Foundations of a knee joint digital twin from qMRI biomarkers for osteoarthritis and knee replacement. npj Digit. Medicine Gabrielle Hoyer, Kenneth T. Gao, Felix G. Gassert, Johanna Luitjens, Fei Jiang, Sharmila Majumdar, Valentina Pedoia
2025	—	`conf`	Prediction Degeneracy in Medical Vision-Language Models: Implications for Robustness and Interpretability. ICCVW Martin Goetze, Dennis Eschweiler, Brendan Huang, Gustav Müller-Franzes, Carolina Ramirez, Madeline Hess, Lavinia Goldermann, Sharmila Majumdar, Daniel Truhn
2025	J	`jnl`	Scalable Evaluation Framework for Foundation Models in Musculoskeletal MRI Bridging Computational Innovation with Clinical Utility. CoRR Gabrielle Hoyer, Michelle W. Tong, Rupsa Bhattacharjee, Valentina Pedoia, Sharmila Majumdar
2024	J	`jnl`	The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities. CoRR Natalia Konovalova, Aniket A. Tolpadi, Felix Liu, Zehra Akkaya, Felix G. Gassert, Paula Giesler, Johanna Luitjens, Misung Han, Emma Bahroos, Sharmila Majumdar, Valentina Pedoia
2023	—	`conf`	Clinical validation of rapid GPU-enabled DTI tractography of the brain. High Performance Computing for Imaging Felix Liu, Vanitha Sankaranarayanan, Javier E. Villanueva-Meyer, Shawn Hervey-Jumper, James Hawkins, Pablo F. Damasceno, Mauro Bisson, Joshua Romero, Thorsten Kurth, Massimiliano Fatica, Eleftherios Garyfallidis, Ariel Rokem, Jason C. Crane, Sharmila Majumdar
2023	J	`jnl`	Technical Note: Feasibility of translating 3.0T-trained Deep-Learning Segmentation Models Out-of-the-Box on Low-Field MRI 0.55T Knee-MRI of Healthy Controls. CoRR Rupsa Bhattacharjee, Zehra Akkaya, Johanna Luitjens, Pan Su, Yang Yang, Valentina Pedoia, Sharmila Majumdar
2023	J	`jnl`	Utilizing a Digital Swarm Intelligence Platform to Improve Consensus Among Radiologists and Exploring Its Applications. J. Digit. Imaging Rutwik Shah, Bruno Astuto Arouche Nunes, Tyler Gleason, Will Fletcher, Justin Banaga, Kevin Sweetwood, Allen Ye, Rina Patel, Kevin C. McGill, Thomas M. Link, Jason C. Crane, Valentina Pedoia, Sharmila Majumdar
2022	J	`jnl`	Surface spherical encoding and contrastive learning for virtual bone shape aging. Medical Image Anal. Francesco Calivá, Sarthak Kamat, Alejandro Morales Martinez, Sharmila Majumdar, Valentina Pedoia
2021	J	`jnl`	Leveraging wisdom of the crowds to improve consensus among radiologists by real time, blinded collaborations on a digital swarm platform. CoRR Rutwik Shah, Bruno Astuto, Tyler Gleason, Will Fletcher, Justin Banaga, Kevin Sweetwood, Allen Ye, Rina Patel, Kevin C. McGill, Thomas M. Link, Jason C. Crane, Valentina Pedoia, Sharmila Majumdar
2020	—	`conf`	Addressing The False Negative Problem of Deep Learning MRI Reconstruction Models by Adversarial Attacks and Robust Training. MIDL Kaiyang Cheng, Francesco Calivá, Rutwik Shah, Misung Han, Sharmila Majumdar, Valentina Pedoia
2020	—	`conf`	Breaking Speed Limits with Simultaneous Ultra-Fast MRI Reconstruction and Tissue Segmentation. MIDL Francesco Calivá, Andrew P. Leynes, Rutwik Shah, Upasana Upadhyay Bharadwaj, Sharmila Majumdar, Peder E. Z. Larson, Valentina Pedoia
2020	J	`jnl`	Deep learning predicts total knee replacement from magnetic resonance images. CoRR Aniket A. Tolpadi, Jinhee J. Lee, Valentina Pedoia, Sharmila Majumdar
2020	J	`jnl`	Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning. CoRR Nikan K. Namiri, Io Flament, Bruno Astuto, Rutwik Shah, Radhika Tibrewala, Francesco Calivá, Thomas M. Link, Valentina Pedoia, Sharmila Majumdar
2020	J	`jnl`	The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset. CoRR Arjun D. Desai, Francesco Calivá, Claudia Iriondo, Naji Khosravan, Aliasghar Mortazi, Sachin Jambawalikar, Drew A. Torigian, Jutta Ellermann, Mehmet Akçakaya, Ulas Bagci, Radhika Tibrewala, Io Flament, Matthew O'Brien, Sharmila Majumdar, Mathias Perslev, Akshay Pai, Christian Igel, Erik B. Dam, Sibaji Gaj, Mingrui Yang, Kunio Nakamura, Xiaojuan Li, Cem M. Deniz, Vladimir Juras, Ravinder Regatte, Garry Gold, Brian A. Hargreaves, Valentina Pedoia, Akshay S. Chaudhari
2019	—	`conf`	Adversarial Policy Gradient for Deep Learning Image Augmentation. MICCAI (6) Kaiyang Cheng, Claudia Iriondo, Francesco Calivá, Justin Krogue, Sharmila Majumdar, Valentina Pedoia
2019	J	`jnl`	Adversarial Policy Gradient for Deep Learning Image Augmentation. CoRR Kaiyang Cheng, Claudia Iriondo, Francesco Calivá, Justin Krogue, Sharmila Majumdar, Valentina Pedoia
2019	J	`jnl`	Applying Densely Connected Convolutional Neural Networks for Staging Osteoarthritis Severity from Plain Radiographs. J. Digit. Imaging Berk Norman, Valentina Pedoia, Adam Noworolski, Thomas M. Link, Sharmila Majumdar
2019	J	`jnl`	Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning. CoRR Justin D. Krogue, Kaiyang V. Cheng, Kevin M. Hwang, Paul Toogood, Eric G. Meinberg, Erik J. Geiger, Musa B. Zaid, Kevin C. McGill, Rina Patel, Jae Ho Sohn, Alexandra Wright, Bryan F. Darger, Kevin A. Padrez, Eugene Ozhinsky, Sharmila Majumdar, Valentina Pedoia
2019	J	`jnl`	Distance Map Loss Penalty Term for Semantic Segmentation. CoRR Francesco Calivá, Claudia Iriondo, Alejandro Morales Martinez, Sharmila Majumdar, Valentina Pedoia
2014	J	`jnl`	Improving bone strength prediction in human proximal femur specimens through geometrical characterization of trabecular bone microarchitecture and support vector regression. J. Electronic Imaging Chien-Chun Yang, Mahesh B. Nagarajan, Markus B. Huber, Julio Carballido-Gamio, Jan S. Bauer, Thomas Baum, Felix Eckstein, Eva Lochmüller, Sharmila Majumdar, Thomas M. Link, Axel Wismüller
2012	—	`conf`	Predicting the biomechanical strength of proximal femur specimens with bone mineral density features and support vector regression. Computer-Aided Diagnosis Markus B. Huber, Chien-Chun Yang, Julio Carballido-Gamio, Jan S. Bauer, Thomas Baum, Mahesh B. Nagarajan, Felix Eckstein, Eva Lochmüller, Sharmila Majumdar, Thomas M. Link, Axel Wismüller
2010	J	`jnl`	7T Human Spine Imaging Arrays With Adjustable Inductive Decoupling. IEEE Trans. Biomed. Eng. Bing Wu, Chunsheng Wang, R. Krug, Douglas A. C. Kelley, Duan Xu, Yong Pang, Suchandrima Banerjee, Daniel B. Vigneron, Sarah J. Nelson, Sharmila Majumdar, Xiaoliang Zhang
2008	J	`jnl`	Inter-subject comparison of MRI knee cartilage thickness. Medical Image Anal. Julio Carballido-Gamio, Jan S. Bauer, Robert Stahl, Keh-Yang Lee, Stefanie Krause, Thomas M. Link, Sharmila Majumdar
2008	B	`conf`	Studying the effect of noise on the performance of 2D and 3D texture measures for quantifying the trabecular bone structure as obtained with high resolution MR imaging at 3 tesla. Image Processing Roberto A. Monetti, Jan S. Bauer, Dirk Müller, Ernst J. Rummeny, Thomas M. Link, Sharmila Majumdar, Maiko Matsuura, Felix Eckstein, Irina Sidorenko, Christoph Räth
2008	B	`conf`	Three-dimensional image registration of MR proximal femur images for the analysis of trabecular bone parameters. Image Processing Janet Blumenfeld, Colin Studholme, Julio Carballido-Gamio, Thomas M. Link, Sharmila Majumdar
2007	B	`conf`	Analyzing µCT images of bone specimen with wavelets and scaling indices: Which texture measure does better to depict the trabecular bone structure? Image Processing Christoph W. Räth, Jan S. Bauer, Dirk Müller, Ernst J. Rummeny, Thomas M. Link, Sharmila Majumdar, Felix Eckstein, Roberto A. Monetti
2006	B	`conf`	Characterization of high resolution MR images reconstructed by a GRAPPA based parallel technique. Image Processing Suchandrima Banerjee, Sharmila Majumdar
2006	—	`conf`	Fast magnetic resonance spectroscopic imaging at 3 Tesla using autocalibrating parallel technique. EMBC Suchandrima Banerjee, Esin Ozturk-Isik, Sarah J. Nelson, Sharmila Majumdar
2006	—	`conf`	Partially Parallel MR Spectroscopic Imaging of Gliomas at 3T. EMBC Esin Ozturk, Suchandrima Banerjee, Sharmila Majumdar, Sarah J. Nelson
2006	—	`conf`	Partially-parallel, susceptibility-weighted MR imaging of brain vasculature at 7 Tesla using sensitivity encoding and an autocalibrating parallel technique. EMBC Janine M. Lupo, Suchandrima Banerjee, Douglas A. C. Kelley, Duan Xu, Daniel B. Vigneron, Sharmila Majumdar, Sarah J. Nelson
2004	B	`conf`	Application of a fuzzy inference system to the quantification of 3D magnetic resonance imaging of breast tissue. Image Processing Julio Carballido-Gamio, Catherine Klifa, Sharmila Majumdar, Nola Hylton
2004	B	`conf`	Application of the Minkowski functionals in 3D to high-resolution MR images of trabecular bone: prediction of the biomechanical strength by nonlinear topological measures. Image Processing Holger F. Böhm, Thomas M. Link, Roberto A. Monetti, Dirk Müller, Ernst J. Rummeny, David Newitt, Sharmila Majumdar, Christoph W. Räth
2004	—	`conf`	Nicht-lineare Texturmaße basierend auf den Minkowski-Funktionalen in 3D: Vorhersage der Bruchlast trabekulärer Knochenpräparate durch Strukturanalyse hochauflösender MR-Aufnahmen. Bildverarbeitung für die Medizin Holger F. Böhm, Christoph Räth, Roberto A. Monetti, David Newitt, Sharmila Majumdar, Ernst J. Rummeny, Gregor Morfill, Thomas M. Link
2004	J	`jnl`	Normalized cuts in 3-D for spinal MRI segmentation. IEEE Trans. Medical Imaging Julio Carballido-Gamio, Serge J. Belongie, Sharmila Majumdar
2003	B	`conf`	Application of the standard Hough-transform to high resolution MRI of human trabecular bone to predict mechanical strength. Image Processing Holger F. Böhm, Christoph Räth, Roberto A. Monetti, Dirk Müller, David Newitt, Sharmila Majumdar, Ernst J. Rummeny, Thomas M. Link
2003	B	`conf`	Scaling index method: a novel nonlinear technique for the analysis of high-resolution MRI of human bones. Image Processing Roberto A. Monetti, Holger F. Böhm, Dirk Müller, David Newitt, Sharmila Majumdar, Ernst J. Rummeny, Thomas M. Link, Christoph Räth
2001	J	`jnl`	Fractal Analysis of Bone X-Ray Tomographic Microscopy Projections. IEEE Trans. Medical Imaging Rachid Jennane, William J. Ohley, Sharmila Majumdar, Gérald Lemineur
1998	B	`conf`	Texture analysis of hand radiographs to assess bone structure. Image Processing Catherine S. Klifa, John C. Lin, Peter Augat, Thomas Fuerst, Yebin Jiang, Sharmila Majumdar, Harry K. Genant